Empowering anomaly detection algorithm: a review

QR Code

Empowering anomaly detection algorithm: a review

Detecting anomalies in a data stream relevant to domains like intrusion detection, fraud detection, security in sensor networks, or event detection in internet of things (IoT) environments is a growing field of research. For instance, the use of surveillance cameras installed everywhere that is usua...

Full description

Bibliographic Details
Published in:	IAES International Journal of Artificial Intelligence
Main Author:	Basheer M.Y.I.; Ali A.M.; Osman R.; Hamid N.H.A.; Nordin S.; Ariffin M.A.M.; Martínez J.A.I.
Format:	Review
Language:	English
Published:	Institute of Advanced Engineering and Science 2024
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85178327053&doi=10.11591%2fijai.v13.i1.pp9-22&partnerID=40&md5=6682a8caed16d044430a5055148f273a

Similar Items

Detecting Flood in Real-Time Weather Data Using Anomaly Detection Algorithm
by: Basheer M.Y.I.; Ali A.M.; Hamid N.H.A.; Osman R.; Nordin S.; Ariffin M.A.M.
Published: (2023)

Autonomous anomaly detection for streaming data
by: Iqbal Basheer M.Y.; Mohd Ali A.; Abdul Hamid N.H.; Mohd Ariffin M.A.; Osman R.; Nordin S.; Gu X.
Published: (2024)

Autonomous anomaly detection for streaming data
by: Basheer, et al.
Published: (2024)

Predictive analytics of university student intake using supervised methods
by: Basheer M.Y.I.; Mutalib S.; Hamid N.H.A.; Abdul-Rahman S.; Malik A.M.A.
Published: (2019)

Big data in real time to detect anomalies
by: Abinaya N.; Kumar A.V.S.; Chaturvedi A.; Musirin I.B.; Rao M.; Kaur G.; Kaur S.; Saleh O.S.; Malladi R.; Arya N.
Published: (2024)

Multi-Modal Fusion for Multi-Task Fuzzy Detection of Rail Anomalies
by: Liyuan Y.; Osman G.; Abdul Rahman S.; Mustapha M.F.
Published: (2024)

Empowering Small and Medium Enterprises with Data Analytics for Enhanced Competitiveness
by: Mosbah A.; Ali M.A.M.; Tahir N.M.
Published: (2023)

Anomaly detection of grid connected photovoltaic system based on degradation rate: A case study in Malaysia
by: Hussin M.Z.; Sin N.D.M.; Zainuddin H.; Omar A.M.; Shaari S.
Published: (2021)

Fixed Attribute Value Removal Method and Anomaly Based Profiled Method, An SQLi Detection Effectiveness Study
by: Kamaruzman S.A.; Isnin I.F.; Din M.M.
Published: (2021)

Review on anomalous gait behavior detection using machine learning algorithms
by: Razak H.A.; Saleh M.A.M.; Tahir N.M.
Published: (2020)

Anomaly Detection on Railway Track Using Haralick Feature for Color Mapping Co-Occurrence Matrix
by: Yang L.; Yang M.; Ghazali O.; Xie J.; Yang S.
Published: (2024)

Real-time anomaly detection in sky quality meter data using probabilistic exponential weighted moving average
by: Riza L.S.; Putra Z.A.Y.; Zain M.I.; Trihutama F.Z.; Utama J.A.; Samah K.A.F.A.; Herdiwijaya D.; NQZ R.A.; Mumpuni E.S.; Priyatikanto R.
Published: (2024)

Real-time anomaly detection in sky quality meter data using probabilistic exponential weighted moving average
by: Riza, et al.
Published: (2024)

Anomaly detection using K-Means and long-short term memory for predictive maintenance of large-scale solar (LSS) photovoltaic plant
by: Zulfauzi I.A.; Dahlan N.Y.; Sintuya H.; Setthapun W.
Published: (2023)

Performance Comparison of Data Preprocessing Methods for Trade-Space Exploration with AI Model: Case Study of Satellite Anomalies Detection
by: Mutholib A.; Rahim N.A.; Gunawan T.S.; Ahmarofi A.A.
Published: (2024)

Detecting ADHD Subjects Using Machine Learning Algorithm
by: Mohd A.; Ali A.M.; Halim S.A.
Published: (2022)

Detection and Defense Algorithms of Different Types of DDoS Attacks Using Machine Learning
by: Yusof M.A.M.; Ali F.H.M.; Darus M.Y.
Published: (2018)

Study protocol of EMPOWER Participatory Action Research (EMPOWER-PAR): A pragmatic cluster randomised controlled trial of multifaceted chronic disease management strategies to improve diabetes and hypertension outcomes in primary care
by: Ramli A.S.; Lakshmanan S.; Haniff J.; Selvarajah S.; Tong S.F.; Bujang M.-A.; Abdul-Razak S.; Shafie A.A.; Lee V.K.M.; Abdul-Rahman T.H.; Daud M.H.; Ng K.K.; Ariffin F.; Abdul-Hamid H.; Mazapuspavina M.-Y.; Mat-Nasir N.; Miskan M.; Stanley-Ponniah J.P.; Ismail M.; Chan C.W.; Abdul-Rahman Y.R.; Chew B.-H.; Low W.H.H.
Published: (2014)

Anomaly gait classification of Parkinson disease based on ANN
by: Hazfiza Manap H.; Md Tahir N.; Ahmad Ihsan Mohamed Yassin; Abdullah R.
Published: (2011)

LAPLACIAN-BASED BLUR DETECTION ALGORITHM FOR DIGITAL BREAST TOMOSYNTHESIS IMAGES IN IMPROVING BREAST CANCER DETECTION
by: Harron N.A.; Sulaiman S.N.; Osman M.K.; A. Karim N.K.; Isa I.S.
Published: (2023)

Empowering Career Pathways for Asnaf Faqir (Poor People)
by: Akbar A.A.; Rameli M.F.P.; Nor A.R.M.; Rohana N.A.M.
Published: (2024)

Anomaly detection using K-Means and long-short term memory for predictive maintenance of large-scale solar (LSS) photovoltaic plant
by: Zulfauzi, et al.
Published: (2023)

The Verification of Sea Level Anomaly (SLA) Versus Tide Gauge for Geoid Modelling
by: Yazid N.M.; Din A.H.M.; Pa’suya M.F.; Abdullah N.M.; Kaamin M.; Kadir M.A.A.
Published: (2024)

Identification of distributed denial of services anomalies by using combination of entropy and sequential probabilities ratio test methods
by: Ali B.H.; Sulaiman N.; Al-Haddad S.A.R.; Atan R.; Hassan S.L.M.; Alghrairi M.
Published: (2021)

Empowering Women Entrepreneurs: Enhancing Competency and Capacity Through University Education
by: Dalimunthe R.F.; Zulkarnain S.H.; Siahaan E.; Nauly M.; Nawi A.S.; Siregar H.
Published: (2023)

Challenges Faced by the Department of Social Welfare in Empowering People with Disabilities (PWD): A Qualitative Study
by: Ali S.A.M.; Yunus N.M.; Kadir M.A.B.A.; Jailani S.F.A.K.; Hassan N.M.; Ramdan N.F.; Kamsari E.M.
Published: (2024)

The skyline operator algorithms: A review
by: Mohd Rum S.N.; Mohd Ariffin N.A.; Asmawi A.; Mohd Rum S.F.; Dzolkhifli Z.
Published: (2019)

Effectiveness of the EMPOWER-PAR Intervention in Improving Clinical Outcomes of Type 2 Diabetes Mellitus in Primary Care: A Pragmatic Cluster Randomised Controlled Trial
by: Ramli A.S.; Selvarajah S.; Daud M.H.; Haniff J.; Abdul-Razak S.; Tg-Abu-Bakar-Sidik T.M.I.; Bujang M.A.; Chew B.H.; Rahman T.; Tong S.F.; Shafie A.A.; Lee V.K.M.; Ng K.K.; Ariffin F.; Abdul-Hamid H.; Mazapuspavina M.Y.; Mat-Nasir N.; Chan C.W.; Yong-Rafidah A.R.; Ismail M.; Lakshmanan S.; Low W.H.H.
Published: (2016)

Empowering Women Entrepreneurs: Enhancing Competency and Capacity Through University Education
by: Dalimunthe, et al.
Published: (2023)

Review of Deep Learning-Based Hotspot Detection in Solar Photovoltaic Arrays
by: Hamid M.Z.A.; Daud K.; Soh Z.H.C.; Osman M.K.; Isa I.S.; Ishak N.H.
Published: (2024)

Empowering organisations through confident risk navigation: The crucial role of internal auditors
by: Razali F.M.; Said J.; Johari R.J.
Published: (2024)

Empowering decision-making in cardiovascular care: Exploratory data analysis and predictive models for heart attack risk
by: Khan M.R.B.; Islam G.M.N.; Ng P.K.; Zainuddin A.A.; Lean C.P.; Al-Fattah J.; Kamarudin S.I.
Published: (2024)

Development of a machine learning algorithm for fake news detection
by: Abdullah N.A.S.; Rusli N.I.A.; Yuslee N.S.
Published: (2024)

Optimised gravity anomaly fields from along-track multi-mission satellite altimeter over Malaysian seas
by: Yazid N.M.; Din A.H.M.; Omar A.H.; Abdullah N.M.; Pa'suya M.F.; Hamden M.H.; Yahaya N.A.Z.
Published: (2022)

Enabling Education Everywhere: How artificial intelligence empowers ubiquitous and lifelong learning
by: Masrek, et al.
Published: (2024)

Enabling Education Everywhere: How artificial intelligence empowers ubiquitous and lifelong learning
by: Masrek, et al.
Published: (2024)

Network intrusion detection system using immune-genetic algorithm (IGA)
by: Suhaimi H.; Suliman S.I.; Musirin I.; Harun A.; Mohamad R.; Kassim M.; Shahbudin S.
Published: (2019)

Authenticated Encryption Schemes: A Systematic Review
by: Jimale M.A.; Z'Aba M.R.; Kiah M.L.B.M.; Idris M.Y.I.; Jamil N.; Mohamad M.S.; Rohmad M.S.
Published: (2022)

Empowering Indigenous Pupils: Enhancing Cyber Security Awareness Through Interactive Gaming Experiences
by: Jaafar N.H.; Ismail Z.; Zamani N.D.; Abd Rahman M.; Mokhtar R.
Published: (2024)

Empowering pro-environmental potential among hotel employees: insights from self-determination theory
by: Patwary A.K.; Rasoolimanesh S.M.; Hanafiah M.H.; Aziz R.C.; Mohamed A.E.; Ashraf M.U.; Azam N.R.A.N.
Published: (2024)